| 2026 | WWW | Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages. | Wenbo Guo, Shiwen Song, Jiaxun Guo, Zhengzi Xu, Chengwei Liu, Haoran Ou, Mengmeng Ge, Yang Liu |
| 2025 | AAAI | 3CAD: A Large-Scale Real-World 3C Product Dataset for Unsupervised Anomaly Detection. | Enquan Yang, Peng Xing, Hanyang Sun, Wenbo Guo, Yuanwei Ma, Zechao Li, Dan Zeng |
| 2025 | EMNLP | AGENTVIGIL: Automatic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents. | Zhun Wang, Vincent Siu, Zhe Ye, Tianneng Shi, Yuzhou Nie, Xuandong Zhao, Chenguang Wang, Wenbo Guo, Dawn Song |
| 2025 | GLOBECOM | Time-Phase-Robust Collaborative Beamforming for UAV Swarm-Enabled AF Relay Systems. | Jiaxin Du, Wenbo Guo, Lizhi Qin, Mu Yan, Hongzhi Zhao, Shihai Shao |
| 2025 | GLOBECOM | Effect of Time-Frequency Mismatch on Distributed Cooperative Jamming Cancellation in Physical Layer Security. | Wenbo Guo, Mingyue Jin, Yu Mao, Hongzhi Zhao, Shihai Shao |
| 2025 | ICECCS | Evolaris: A Roadmap to Self-evolving Software Intelligence Management. | Chengwei Liu, Wenbo Guo, Yuxin Zhang, Limin Wang, Sen Chen, Lei Bu, Yang Liu |
| 2025 | ICLR | F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI. | Xu Zheng, Farhad Shirani, Zhuomin Chen, Chaohao Lin, Wei Cheng, Wenbo Guo, Dongsheng Luo |
| 2025 | ICML | PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification. | Hongwei Li, Yuheng Tang, Shiqi Wang, Wenbo Guo |
| 2025 | ICML | MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents. | Kaijie Zhu, Xianjun Yang, Jindong Wang, Wenbo Guo, William Yang Wang |
| 2025 | WCNC | Effect of Frequency Offset on Collaborative Beamforming of UAV Swarm in Space-Air-Ground Integrated Networks. | Jiaxin Du, Wenbo Guo, Mu Yan, Hongzhi Zhao, Shihai Shao |
| 2025 | WCNC | Effect of IQ Imbalance on Cooperative Jamming Cancellation for 6G Security in Physical Layer. | Mingyue Jin, Wenbo Guo, Hongzhi Zhao, Shihai Shao |
| 2024 | CCS | FORAY: Towards Effective Attack Synthesis against Deep Logical Vulnerabilities in DeFi Protocols. | Hongbo Wen, Hanzhi Liu, Jiaxin Song, Yanju Chen, Wenbo Guo, Yu Feng |
| 2024 | ICML | SHINE: Shielding Backdoors in Deep Reinforcement Learning. | Zhuowen Yuan, Wenbo Guo, Jinyuan Jia, Bo Li, Dawn Song |
| 2024 | IGARSS | Preliminary Results of the In-Cloud Wind Observation in Tibet Using Airborne Doppler Scatterometer. | Wenbo Guo, Di Zhu, Xiaolong Dong, Zijin Zhang, Guoqing Xu, Zhenyu Liu, Ran Guo |
| 2024 | NDSS | TextGuard: Provable Defense against Backdoor Attacks on Text Classification. | Hengzhi Pei, Jinyuan Jia, Wenbo Guo, Bo Li, Dawn Song |
| 2024 | VR | Deep Motion Masking for Secure, Usable, and Scalable Real-Time Anonymization of Ecological Virtual Reality Motion Data. | Vivek Nair, Wenbo Guo, James F. O'Brien, Louis B. Rosenberg, Dawn Song |
| 2024 | VR | Inferring Private Personal Attributes of Virtual Reality Users from Ecologically Valid Head and Hand Motion Data. | Vivek Nair, Christian Rack, Wenbo Guo, Rui Wang, Shuixian Li, Brandon Huang, Atticus Cull, James F. O'Brien, Marc Erich Latoschik, Louis B. Rosenberg, Dawn Song |
| 2023 | CCS | In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems. | Roman Beltiukov, Wenbo Guo, Arpit Gupta, Walter Willinger |
| 2023 | SP | From Grim Reality to Practical Solution: Malware Classification in Real-World Noise. | Xian Wu, Wenbo Guo, Jia Yan, Baris Coskun, Xinyu Xing |
| 2022 | ACL | Are Shortest Rationales the Best Explanations for Human Understanding? | Hua Shen, Tongshuang Wu, Wenbo Guo, Ting-Hao 'Kenneth' Huang |
| 2022 | GLOBECOM | Impacts of Clock Jitter on Cooperative Jamming Cancellation. | Wenbo Guo, Haotian Hu, Yimin He, Mu Yan, Hongzhi Zhao, Shihai Shao |
| 2022 | GLOBECOM | Cooperative Jamming for Secure Communications With Extra Power Penalty. | Wenbo Guo, Wen Yang, Yimin He, Yi Fang, Hongzhi Zhao, Shihai Shao |
| 2022 | RAID | Viopolicy-Detector: An Automated Approach to Detecting GDPR Suspected Compliance Violations in Websites. | Haoran Ou, Yong Fang, Yongyan Guo, Wenbo Guo, Cheng Huang |
| 2021 | ICML | Adversarial Policy Learning in Two-player Competitive Games. | Wenbo Guo, Xian Wu, Sui Huang, Xinyu Xing |
| 2021 | ICML | DANCE: Enhancing saliency maps using decoys. | Yang Young Lu, Wenbo Guo, Xinyu Xing, William Stafford Noble |
| 2021 | ICML | RNNRepair: Automatic RNN Repair via Model-based Analysis. | Xiaofei Xie, Wenbo Guo, Lei Ma, Wei Le, Jian Wang, Lingjun Zhou, Yang Liu, Xinyu Xing |
| 2021 | IJCAI | BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning. | Lun Wang, Zaynah Javed, Xian Wu, Wenbo Guo, Xinyu Xing, Dawn Song |
| 2021 | ISCAS | Area-Efficient Modular Reduction Structure and Memory Access Scheme for NTT. | Shuguo Li, Wenbo Guo |
| 2021 | NDSS | FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data. | Junjie Liang, Wenbo Guo, Tongbo Luo, Vasant G. Honavar, Gang Wang, Xinyu Xing |
| 2020 | GLOBECOM | Cooperative Jamming Power Allocation With Frequency Offset in Physical Layer Security. | Wenbo Guo, Hongzhi Zhao, Linsong Du, Shihai Shao, Youxi Tang |
| 2020 | GLOBECOM | Robust Nonlinear Interference Cancellation with Time Alignment Error in Full-Duplex Systems. | Yimin He, Hongzhi Zhao, Wenbo Guo, Youxi Tang |
| 2020 | GLOBECOM | Impact of Imperfect Time Synchronization on Cooperative Jamming Assisted Slow FH Systems. | Changqing Song, Wenbo Guo, Hongzhi Zhao, Youxi Tang |
| 2020 | ICDM | Towards Inspecting and Eliminating Trojan Backdoors in Deep Neural Networks. | Wenbo Guo, Lun Wang, Yan Xu, Xinyu Xing, Min Du, Dawn Song |
| 2019 | PRICAI | Building Adversarial Defense with Non-invertible Data Transformations. | Wenbo Guo, Dongliang Mu, Ligeng Chen, Jinxuan Gai |
| 2018 | CCS | LEMNA: Explaining Deep Learning based Security Applications. | Wenbo Guo, Dongliang Mu, Jun Xu, Purui Su, Gang Wang, Xinyu Xing |
| 2018 | GLOBECOM | Effect of Frequency Offset on Cooperative Jamming Cancellation in Physical Layer Security. | Wenbo Guo, Hongzhi Zhao, Wanzhi Ma, Chenxing Li, Zeyan Lu, Youxi Tang |
| 2018 | ICDM | Defending Against Adversarial Samples Without Security through Obscurity. | Wenbo Guo, Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Sui Huang, Xue Liu, C. Lee Giles, Lin Lin, Xinyu Xing |
| 2017 | KDD | Adversary Resistant Deep Neural Networks with an Application to Malware Detection. | Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles |
| 2016 | GLOBECOM | Impacts of Attenuators on Analog Self-Interference Cancellation in Full Duplex Radios. | Hongzhi Zhao, Jiancheng Liu, Jun Wang, Wenbo Guo, Youxi Tang |
| 2016 | WCNC | Hybrid digital-analog coding scheme for overlay cognitive radio network with correlated sources. | Wenbo Xu, Yifan Wang, Wenbo Guo, Jiaru Lin |
| 2015 | PIMRC | Adaptive eigenmodes beamforming and interference alignment in underlay and overlay cognitive networks. | Wenbo Guo, Wenbo Xu, Jiaru Lin, Lixi Fu |
| 2014 | VTC | Compress-and-Forward Based Strategy in Overlay Cognitive Radio Channel with Partial CSIT. | Jing Zhai, Wenbo Xu, Wenbo Guo, Kai Niu |
| 2013 | ICIS | The Impact of Formal Controls and Relational Governance on Trust in Crowdsourcing Marketplace: An Empirical Study. | Wenbo Guo, Detmar W. Straub, Pengzhu Zhang |